US20090231196A1 - Mmwave wpan communication system with fast adaptive beam tracking - Google Patents
Mmwave wpan communication system with fast adaptive beam tracking Download PDFInfo
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- US20090231196A1 US20090231196A1 US12/190,307 US19030708A US2009231196A1 US 20090231196 A1 US20090231196 A1 US 20090231196A1 US 19030708 A US19030708 A US 19030708A US 2009231196 A1 US2009231196 A1 US 2009231196A1
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- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01Q—ANTENNAS, i.e. RADIO AERIALS
- H01Q3/00—Arrangements for changing or varying the orientation or the shape of the directional pattern of the waves radiated from an antenna or antenna system
- H01Q3/26—Arrangements for changing or varying the orientation or the shape of the directional pattern of the waves radiated from an antenna or antenna system varying the relative phase or relative amplitude of energisation between two or more active radiating elements; varying the distribution of energy across a radiating aperture
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B7/00—Radio transmission systems, i.e. using radiation field
- H04B7/02—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas
- H04B7/04—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas
- H04B7/06—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station
- H04B7/0613—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using simultaneous transmission
- H04B7/0615—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using simultaneous transmission of weighted versions of same signal
- H04B7/0617—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using simultaneous transmission of weighted versions of same signal for beam forming
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B7/00—Radio transmission systems, i.e. using radiation field
- H04B7/02—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas
- H04B7/04—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas
- H04B7/06—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station
- H04B7/0613—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using simultaneous transmission
- H04B7/0615—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using simultaneous transmission of weighted versions of same signal
- H04B7/0619—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using simultaneous transmission of weighted versions of same signal using feedback from receiving side
- H04B7/0621—Feedback content
- H04B7/0634—Antenna weights or vector/matrix coefficients
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B7/00—Radio transmission systems, i.e. using radiation field
- H04B7/02—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas
- H04B7/04—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas
- H04B7/06—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station
- H04B7/0613—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using simultaneous transmission
- H04B7/0682—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the transmitting station using simultaneous transmission using phase diversity (e.g. phase sweeping)
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B7/00—Radio transmission systems, i.e. using radiation field
- H04B7/02—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas
- H04B7/04—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas
- H04B7/08—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the receiving station
- H04B7/0837—Diversity systems; Multi-antenna system, i.e. transmission or reception using multiple antennas using two or more spaced independent antennas at the receiving station using pre-detection combining
- H04B7/0842—Weighted combining
- H04B7/086—Weighted combining using weights depending on external parameters, e.g. direction of arrival [DOA], predetermined weights or beamforming
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L25/00—Baseband systems
- H04L25/02—Details ; arrangements for supplying electrical power along data transmission lines
- H04L25/0202—Channel estimation
- H04L25/0224—Channel estimation using sounding signals
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L27/00—Modulated-carrier systems
- H04L27/26—Systems using multi-frequency codes
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W84/00—Network topologies
- H04W84/02—Hierarchically pre-organised networks, e.g. paging networks, cellular networks, WLAN [Wireless Local Area Network] or WLL [Wireless Local Loop]
- H04W84/10—Small scale networks; Flat hierarchical networks
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S3/00—Direction-finders for determining the direction from which infrasonic, sonic, ultrasonic, or electromagnetic waves, or particle emission, not having a directional significance, are being received
- G01S3/02—Direction-finders for determining the direction from which infrasonic, sonic, ultrasonic, or electromagnetic waves, or particle emission, not having a directional significance, are being received using radio waves
- G01S3/74—Multi-channel systems specially adapted for direction-finding, i.e. having a single antenna system capable of giving simultaneous indications of the directions of different signals
Definitions
- Millimeter-wave (mmWave) wireless personal area network (WPAN) communication systems operating in the 60 Gigahertz (GHz) frequency band are expected to provide several Gigabits per second (Gbps) throughput to distances of about ten meters and will be entering into service in a few years.
- Gbps Gigabits per second
- a mmWave communication link is less robust than those at lower frequencies (for example, 2.4 GHz and 5 GHz bands) due to both oxygen absorption, which attenuates the signal over long range, and its short wavelength, which provides high attenuation through obstructions such as walls and ceilings.
- directional antennas such as a beamforming antenna, a sectorized antenna, or a fixed beam antenna
- FIG. 1 illustrates a system for analog beamforming and tracking according to an embodiment of the present invention.
- FIG. 2 illustrates a beam tracking packet diagram with dedicated time allocated in a super-frame.
- FIG. 3 illustrates a beam tracking packet diagram according to an embodiment of the present invention.
- FIG. 4 illustrates a performance comparison of beamforming gain for 100 channel realizations between a dedicated training approach and a training approach according to an embodiment of the present invention.
- FIG. 5 illustrates a beam tracking protocol according to an embodiment of the present invention.
- FIG. 6 illustrates an alternative beam tracking protocol according to an embodiment of the present invention.
- FIG. 7 illustrates an alternative beam tracking packet diagram according to an embodiment of the present invention.
- references to “one embodiment,” “an embodiment,” “example embodiment,” “various embodiments,” and the like, indicate that the embodiment(s) of the invention so described may include a particular feature, structure, or characteristic, but not every embodiment necessarily includes the particular feature, structure, or characteristic. Further, repeated use of the phrase “in one embodiment” does not necessarily refer to the same embodiment, although it may.
- Embodiments of the invention may be used in a variety of applications. Some embodiments of the invention may be used in conjunction with various devices and systems, for example, a transmitter, a receiver, a transceiver, a transmitter-receiver, a wireless communication station, a wireless communication device, a wireless Access Point (AP), a modem, a wireless modem, a Personal Computer (PC), a desktop computer, a mobile computer, a laptop computer, a notebook computer, a tablet computer, a server computer, a handheld computer, a handheld device, a Personal Digital Assistant (PDA) device, a handheld PDA device, or even high definition television signals in a personal area network (PAN).
- PDA Personal Digital Assistant
- the terms “plurality” and “a plurality” as used herein may include, for example, “multiple” or “two or more”.
- the terms “plurality” or “a plurality” may be used throughout the specification to describe two or more components, devices, elements, units, parameters, or the like.
- a plurality of stations may include two or more stations.
- directional communication may be achieved using a novel procedure that may be used with, for example, a phase antenna array system where inputs and outputs to/from antenna elements are multiplied by a weight (phase) vector to form transmit (TX) and receive (RX) beams.
- Devices with beam steerable antennas require optimal adjustment of TX and RX antenna systems (beamforming/tracking), typically using a dedicated time frame for the beamforming, tracking and adjustment.
- the use of a dedicated time for tracking is not used.
- the quality of the beam-formed transmission may become worse over time due to a non-stationary environment and the novel beam tracking procedure may be used to adjust the TX and RX antenna weight vectors.
- Antenna training may be performed close to the current beamforming such that antenna weight vectors may be updated using recursive procedures using the current TX and RX antenna weight vectors as initial values.
- FIG. 1 illustrates a system for analog beamforming and tracking according to an embodiment of the present invention.
- System 100 may include one or more transmitting devices 102 and/or one or more receiving devices 104 .
- Transmitting device 102 may include a transmit baseband processing circuitry 112 , multiple power amplifiers 114 , each power amplifier 104 connected to a phase shifter 116 and an antenna 118 .
- Receiving device 104 may include multiple antennas 122 , each antenna 122 connected to a phase shifter 124 and a low noise amplifier 126 .
- Low noise amplifiers 126 each are connected to a single receive baseband processing circuitry 128 .
- transmitting device 102 and receiving device 104 may be encompassed in a single component and may share circuitry, for example, antennas and/or phase shifters.
- Transmitting device 102 uses a phased array approach to achieve directional transmission.
- transmit beams are formed by changing the phases of the output signals of each antenna element.
- Transmit power is distributed to multiple power amplifiers 114 and the beam can be adaptively steered.
- Receiving device 104 also uses a phased array approach to achieve directional reception. Receive beams are detected by changing the phases of the input signal of each antenna element. The receive gain is distributed to the multiple low noise amplifiers 126 and the beam can be adaptively received.
- transmitting device 102 transmits data signals using a modified version of predetermined TX antenna settings while receiving device 104 performs the processing of the received signals and is able to estimate the needed channel state information from the received signals.
- the beamforming may be performed during one or several stages where receiving device 104 feeds back the control messages to transmitting device 102 , the control messages include information about the parameters needing further training.
- receiving device 104 calculates optimal TX and RX antenna settings. Then the RX antenna weight vector is applied by receiving device 104 and the TX antenna weight vector is sent to transmitting device 102 . The TX antenna weight vector is then applied by transmitting device 102 .
- the RX antenna weight vector may be estimated by receiving device 104 and the channel state information needed for the TX antenna weight vector estimation may be sent to transmitting device 102 .
- the TX antenna weight vector calculation may be performed by transmitting device 102 .
- transmitting device 102 and receiving device 104 may have limitations on the continuity of the magnitude and phase of the weight vectors coefficients applied.
- the quantization of the antenna weight vectors may be near a closest allowable value, for example ⁇ /3 or ⁇ /2.
- the TX and RX antenna weight vectors may be quantized to reduce the amount of data transferred for antenna weight vectors transmission between stations after they are calculated.
- FIG. 2 illustrates a beam tracking packet diagram with dedicated time allocated in a super-frame.
- a piconet controller PNC
- PNC issues a beacon 202 and a Channel Access Period (CAP) 204 followed by a data packet 206 to station 1 (STA 1 ).
- Receiving STA 1 sends acknowledgement 208 indicating reception of data packet 206 .
- PNC sends a data packet 210 to station 2 (STA 2 ) and receives an ACK 212 from STA 2 .
- Additional data packets 214 and 216 may be sent and corresponding ACKs 218 and 220 received. These data transmissions are sent and received using static, previously determined TX and RX weight vectors.
- PNC sends a beam tracking packet 222 to STA 1 and after receiving ACK 224 from STA 1 , sends beam tracking packet 226 to STA 2 , and receives ACK 228 from STA 2 .
- Beam tracking packets 222 and 226 are formed using training matrices.
- Beam-search and beam-tracking each may take multiple iterations of message exchange.
- the time allocated for tracking overhead may be large and thus cause efficiency to drop.
- Beam-tracking overhead may be as much as 100 us per iteration, and may be scheduled very frequently, such as every 1 or 2 ms.
- transmit (TX) and receive (RX) antenna weight vectors v and u may be applied to the inputs of the transmit antennas 118 using phase shifters 116 and the outputs of the receive antennas 122 using phase shifters 124 , respectively.
- a mathematical model of the system shown in FIG. 1 can be illustrated by the following equations:
- y is the received signal
- x is the transmitted symbol
- vectors u and v are the receive and transmit beamforming vectors, respectively and also include quantities for tracking
- H is a N r ⁇ N t frequency non-selective channel transfer matrix
- matrices F and G are training matrices, which can be any full rank matrix.
- the Hardmard matrix may be used as a training matrix because it is orthogonal and its phase only takes value 0 and ⁇ .
- the transmitted symbol is a training symbol.
- F or G matrices exist only at one side of transmission.
- F is used at the transmitter side (see equation 1).
- G matrix is used at the receiver side (see equation 2).
- the tracking protocol needs to reserve particular time to transmit with each column of F and receive with each column of G matrix.
- a training sequence in time domain is used in each transmission.
- training is distributed into data transmission.
- the dedicated training time that is used to send and receive with F and G is no longer needed.
- a perturbation on the v and u vectors is added sequentially for each packet transmission, which only causes a negligible degradation on the beamforming gain.
- y 1 u H ⁇ H ⁇ V ⁇ ⁇ [ x 1 O x N t ] ( 3 )
- y 2 [ z 1 O z N r ] ⁇ U ⁇ H ⁇ Hv ( 4 )
- the matrix ⁇ [ ⁇ 1 ⁇ 2 ⁇ ⁇ N r ] can be generated similarly.
- FIG. 3 illustrates a beam tracking packet diagram according to an embodiment of the present invention.
- a piconet controller (PNC) issues a beacon 302 and a CAP 304 (followed by a data packet 306 to station 1 (STA 1 ) using perturbed antenna weight vector ⁇ tilde over (v) ⁇ 1 and is receiving by STA 1 using antenna weight vector u.
- Receiving STA 1 sends acknowledgement 308 indicating reception of data packet 306 .
- PNC sends additional data packets 310 through 312 using perturbed antenna weight vectors ⁇ tilde over (v) ⁇ 2 through ⁇ tilde over (v) ⁇ N t which are received by STA 1 using antenna weight vector u.
- PNC receives additional ACKs 314 through 316 from STA 1 . Note that PNC may be sending additional data to other stations (not illustrated). Next, PNC sends data packets 318 through 320 using new antenna weight vector v new which is received by STA 1 using perturbed antenna weight vectors ⁇ 1 through ⁇ N r . STA 1 sends ACKs 322 through 324 .
- a preserved time slot for training is not used.
- Data packets are transmitted and received with the modified beamforming vector ⁇ tilde over (v) ⁇ i and ⁇ i .
- PNC and STA 1 conduct beam tracking.
- the transmit beamforming vector at PNC is tracked before the receive beamforming vector at STA 1 is tracked.
- FIG. 4 illustrates a performance comparison of beamforming gain for 100 channel realizations between an iterative training approach and a training approach according to an embodiment of the present invention.
- Graph 404 illustrates channel realization results using an optimal beamforming vector, for example, using the protocol as illustrated in FIG. 2 .
- Graph 406 illustrates channel realization results using a modified vector for tracking, for example, using the protocol as illustrated in FIG. 3 .
- the performance difference using perturbed training matrices ⁇ tilde over (v) ⁇ i and ⁇ i instead of the optimal training matrices v and u is less than 0.2 dB.
- An iterative training protocol excites each column of F and G that are full rank in a dedicated training slot to update the beamforming vector, reducing efficiency.
- the full rank feature captures the beamforming variation in all directions.
- the beamforming vector can be updated as
- v new is used for the update of the receive beamforming vector.
- the inversion may be performed with low complexity as follows.
- FIG. 5 illustrates a beam tracking protocol according to an embodiment of the present invention where channel reciprocal is not assumed.
- a piconet controller (PNC) transmits a data packet 502 , using a perturbed transmit antenna weight vector ⁇ tilde over (v) ⁇ 1 and is received by a station, using the optimal receive antenna weight vector u.
- Further data packets 504 through 506 are transmitted using perturbed by transmit antenna weight vectors ⁇ tilde over (v) ⁇ 2 through ⁇ tilde over (v) ⁇ N t , respectively.
- STA calculate the updated transmit vector v and transmits the updated vector v in transmission 508 to PNC.
- PNC transfers N r data packets, 510 and 512 through 514 .
- Data packets 510 and 512 through 514 are sent with the updated vector v by PNC, and received with receive antenna weight vectors ⁇ 1 and ⁇ 2 through ⁇ N r .
- the tracking is performed during the data transmission stage. Only the transmission from a piconet controller (PNC) to a station (STA) shown.
- the acknowledge (ACK) transmission from STA to PNC does not participate the tracking, and is not shown.
- the ACK may be transmitted following the ACK policy for immediate ACK, delayed ACK or block ACK.
- the feedback of v new from STA to PNC can also be piggybacked with ACK or other uplink traffic.
- FIG. 6 illustrates an alternative beam tracking protocol according to an embodiment of the present invention where a channel reciprocal is assumed.
- a piconet controller (PNC) transmits a data packet 602 with perturbed antenna weight ⁇ tilde over (v) ⁇ 1 which is received by a station (STA) with antenna weight vector u.
- STA transmits a data packet 604 with perturbed antenna weight vector ⁇ 1 which is received by PNC with antenna weight vector v.
- PNC transmits a data packet 606 with perturbed antenna weight ⁇ tilde over (v) ⁇ 2 which is received by STA with antenna weight vector u.
- STA transmits a data packet 608 with perturbed antenna weight vector ⁇ 2 which is received by PNC with antenna weight vector V.
- the channel may vary if the packet duration is long.
- partial tracking may be implemented. Namely, the transmitter and receiver can update their beamforming weights within a subspace. Instead of N t and N r , we track changes within only and transmit and receive vector space respectively.
- the perturbed transmit beamforming vectors forms beamforming matrix
- V ( [ v ( 1 v ( 2 ⁇ v ( N ( t ] ,
- the perturbed receive beamforming vectors forms beamforming matrix
- Equations (7) and (8) may be simplified by removing the effect of training symbols as
- the transmit vector may be computed within the subspace spanned by the columns of as
- v new is used for the update of the receive beamforming vector.
- the pseudo inversion can be done with low complexity.
- FIG. 7 illustrates another alternative beam tracking packet diagram according to an embodiment of the present invention. Because a random phase may be introduced during TX and RX switches, a tracking sequence may occur within one data packet. Different perturbed phase vectors may be applied to several OFDM symbols. As illustrated a preamble 702 is transmitted. The decoding of OFDM symbols will use the channel estimation in preamble 702 . OFDM symbols 704 and 706 through 708 are transmitted with perturbed weight vectors ⁇ tilde over (v) ⁇ 1 and ⁇ tilde over (v) ⁇ 2 through ⁇ tilde over (v) ⁇ N t .
- OFDM symbols 710 and 712 through 714 are transmitted with the new updated v new and received with perturbed weight vectors ⁇ 1 and ⁇ 2 through ⁇ N r . Slight performance loss may occur to the data symbol.
- the decoded information can be used for a decision directed channel estimation, which will be used for beam vector update.
- Beam tracking may be replaced by one iteration of the beam search. Because the number of antennas is small and the initial beamforming vector is close to the optimum, the training time is short. Alternatively, because the number of antennas is small, only a small portion of the data symbols of the packet are used for the beamforming tracking and beamformed by the perturbed beamforming vectors. The rest of the symbols may be sent (or received) with the unperturbed beamforming vector, that is, the optimum vector.
- a lower modulation coding scheme may be applied to the data symbols sent by the perturbed beamforming vectors, and a higher MCS may be used for the unperturbed portion. Therefore the loss from the tracking is minimized.
- Both mechanisms may also be used for a collection of sectorized antennas. For the case of sectorized antennas, the tracking may be conducted on a selected subset of the antennas for overhead reduction.
- the techniques described above may be embodied in a computer-readable medium for configuring a computing system to execute the method.
- the computer readable media may include, for example and without limitation, any number of the following: magnetic storage media including disk and tape storage media; optical storage media such as compact disk media (e.g., CD-ROM, CD-R, etc.) and digital video disk storage media; holographic memory; nonvolatile memory storage media including semiconductor-based memory units such as FLASH memory, EEPROM, EPROM, ROM; ferromagnetic digital memories; volatile storage media including registers, buffers or caches, main memory, RAM, etc.; and data transmission media including permanent and intermittent computer networks, point-to-point telecommunication equipment, carrier wave transmission media, the Internet, just to name a few.
- Computing systems may be found in many forms including but not limited to mainframes, minicomputers, servers, workstations, personal computers, notepads, personal digital assistants, various wireless devices and embedded systems, just to name a few.
- a typical computing system includes at least one processing unit, associated memory and a number of input/output (I/O) devices.
- I/O input/output
- a computing system processes information according to a program and produces resultant output information via I/O devices.
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Priority Applications (9)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US12/190,307 US20090231196A1 (en) | 2008-03-11 | 2008-08-12 | Mmwave wpan communication system with fast adaptive beam tracking |
EP09719218.1A EP2253077B1 (en) | 2008-03-11 | 2009-03-11 | Mmwave wpan communication system with fast adaptive beam tracking |
BRPI0909429-6A BRPI0909429B1 (pt) | 2008-03-11 | 2009-03-11 | Sistema de comunicação mmwave wpan com rastreamento de feixe adaptável rápido |
KR1020107020359A KR101150060B1 (ko) | 2008-03-11 | 2009-03-11 | 고속 적응 빔 트랙킹을 하는 ㎜Wave WPAN 통신 시스템 |
PCT/US2009/036837 WO2009114629A1 (en) | 2008-03-11 | 2009-03-11 | Mmwave wpan communication system with fast adaptive beam tracking |
CN2009101497256A CN101646241B (zh) | 2008-03-11 | 2009-03-11 | 用于动态时隙预留的轮询系统和方法 |
CN2009801085076A CN101971517A (zh) | 2008-03-11 | 2009-03-11 | 具有快速自适应波束跟踪的毫米波wpan通信系统 |
JP2010549943A JP5467367B2 (ja) | 2008-03-11 | 2009-03-11 | 高速適応ビームトラッキングを備えるミリ波wpan通信システム |
KR1020127005891A KR20120043068A (ko) | 2008-03-11 | 2009-03-11 | 고속 적응 빔 트랙킹을 하는 ㎜Wave WPAN 통신 시스템 |
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US3548008P | 2008-03-11 | 2008-03-11 | |
US12/190,307 US20090231196A1 (en) | 2008-03-11 | 2008-08-12 | Mmwave wpan communication system with fast adaptive beam tracking |
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US12/190,307 Abandoned US20090231196A1 (en) | 2008-03-11 | 2008-08-12 | Mmwave wpan communication system with fast adaptive beam tracking |
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US (1) | US20090231196A1 (ja) |
EP (1) | EP2253077B1 (ja) |
JP (1) | JP5467367B2 (ja) |
KR (2) | KR20120043068A (ja) |
CN (2) | CN101646241B (ja) |
BR (1) | BRPI0909429B1 (ja) |
WO (1) | WO2009114629A1 (ja) |
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US20100164805A1 (en) * | 2008-12-31 | 2010-07-01 | Huaning Niu | Arrangements for beam refinement in a wireless network |
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EP2334122A1 (en) * | 2009-12-14 | 2011-06-15 | Blue Wonder Communications GmbH | Method and apparatus for data communication in LTE cellular networks |
WO2011063015A3 (en) * | 2009-11-17 | 2011-10-27 | Qualcomm Incorporated | Efficient method for determining a preferred antenna pattern |
US8594691B2 (en) | 2008-12-31 | 2013-11-26 | Intel Corporation | Arrangements for beam refinement in a wireless network |
US9363683B2 (en) * | 2014-07-15 | 2016-06-07 | Qualcomm Incorporated | Asymmetric capability-driven methods for beam tracking in mm-wave access systems |
US20160248558A1 (en) * | 2012-05-22 | 2016-08-25 | Sun Patent Trust | Transmission method, reception method, transmitter, and receiver |
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WO2017052026A1 (ko) * | 2015-09-21 | 2017-03-30 | 엘지전자 주식회사 | 무선 통신 시스템에서 밀리미터 웨이브 셀에 엑세스하는 방법 및 이를 위한 장치 |
US20170230224A1 (en) * | 2011-02-18 | 2017-08-10 | Sun Patent Trust | Method of signal generation and signal generating device |
US20180212658A1 (en) * | 2016-11-30 | 2018-07-26 | Telefonaktiebolaget Lm Ericsson (Publ) | Method and device for transmitting information |
US20210349171A1 (en) * | 2020-05-05 | 2021-11-11 | Cisco Technology, Inc. | Using recursive phase vector subspace estimation to localize and track client devices |
US11296407B2 (en) * | 2014-03-17 | 2022-04-05 | Ubiqsiti Inc. | Array antennas having a plurality of directional beams |
US11973271B2 (en) | 2015-10-09 | 2024-04-30 | Ubiquiti Inc. | Synchronized multiple-radio antenna systems and methods |
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Also Published As
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EP2253077B1 (en) | 2017-07-26 |
KR20100111323A (ko) | 2010-10-14 |
JP5467367B2 (ja) | 2014-04-09 |
WO2009114629A1 (en) | 2009-09-17 |
CN101646241B (zh) | 2013-03-27 |
BRPI0909429B1 (pt) | 2020-09-29 |
KR20120043068A (ko) | 2012-05-03 |
CN101971517A (zh) | 2011-02-09 |
KR101150060B1 (ko) | 2012-05-31 |
EP2253077A4 (en) | 2014-06-04 |
JP2011515920A (ja) | 2011-05-19 |
EP2253077A1 (en) | 2010-11-24 |
CN101646241A (zh) | 2010-02-10 |
BRPI0909429A2 (pt) | 2016-11-29 |
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